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Enterprise AI Runs on Documents It Can’t Trust

Why we built a structured data layer for enterprise AI, and what changes now that it's live as an API.
1:11 PMClaude responded: Enterprise AI Runs on Documents It Can’t Trust — A laptop displaying a document management interface showing a Master Services Agreement with structured sectio…Enterprise AI Runs on Documents It Can’t Trust

Enterprise AI is only as good as the data you feed it, and most of that data is a mess.

Roughly 80–90% of enterprise data is unstructured, and a huge share of the knowledge AI needs lives in documents. In legal alone, an estimated 550 billion to 1.1 trillion pages sit in formats machines can’t reliably structure, verify, or use at scale: contracts, pleadings, productions, exhibits, transcripts, and decades of scanned records. The pile isn’t …

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